NVIDIA only. Many libraries, wide support in scientific software. CUDA
Vendor neutral. Intel GPUs and even possible on the CPU for testing OpenCL
The new graphics language also contains support for computing via OpenCL Vulkan
The NVIDAI GPU Grant Program